[Only including dataset "DataFrame"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical,
(i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).
• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
Associations
[Only including dataset "None"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical,
(i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).
• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
TARGET
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
DE_RESIDUAL_LOAD
0.25
DE_NET_EXPORT
-0.25
DE_NET_IMPORT
0.25
DE_WINDPOW
-0.25
DE_GAS
0.18
FR_WINDPOW
-0.17
DE_WIND
-0.14
DE_HYDRO
0.12
DE_COAL
0.10
DE_LIGNITE
0.10
DE_FR_EXCHANGE
-0.08
FR_DE_EXCHANGE
0.08
FR_WIND
-0.08
FR_TEMP
-0.06
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
COUNTRY
0.00
MOST FREQUENT VALUES
0.0
3
0.5%
-0.2603561005917882
1
0.2%
0.8989816613285845
1
0.2%
0.2210068579786695
1
0.2%
0.2809889254273608
1
0.2%
-0.3294034648571807
1
0.2%
0.2459953503205894
1
0.2%
0.3063040136767319
1
0.2%
-0.0770933258236665
1
0.2%
-1.3442689994146844
1
0.2%
0.3974782423445324
1
0.2%
-0.1244818000119226
1
0.2%
-0.3899724952428711
1
0.2%
3.989398100190254
1
0.2%
-0.1443196937413531
1
0.2%
SMALLEST VALUES
-3.0759292908447264
1
0.2%
-2.7058728813855484
1
0.2%
-2.5672496956045032
1
0.2%
-2.273870053839118
1
0.2%
-2.1315946551349683
1
0.2%
-2.1024731930583105
1
0.2%
-2.002418580117912
1
0.2%
-1.8787228020883493
1
0.2%
-1.8519493205608373
1
0.2%
-1.8099870635202984
1
0.2%
-1.7503092869190218
1
0.2%
-1.7277291583355727
1
0.2%
-1.7205914465436618
1
0.2%
-1.6995709261671217
1
0.2%
-1.6870792627409443
1
0.2%
LARGEST VALUES
7.138604025388376
1
0.2%
6.836019876868637
1
0.2%
6.151133366269985
1
0.2%
6.009904429692065
1
0.2%
5.57011518732641
1
0.2%
5.0164912760257
1
0.2%
4.337953421060547
1
0.2%
3.989398100190254
1
0.2%
3.9489492325128848
1
0.2%
3.692449681093513
1
0.2%
3.304949198136817
1
0.2%
3.275421128547634
1
0.2%
3.267057968061449
1
0.2%
3.039476428982044
1
0.2%
2.9249114043017816
1
0.2%
ID
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
FR_WIND
0.67
DE_NUCLEAR
-0.67
DE_WIND
0.64
FR_NET_EXPORT
-0.56
FR_NET_IMPORT
0.56
FR_NUCLEAR
-0.46
DE_FR_EXCHANGE
0.45
FR_DE_EXCHANGE
-0.45
DE_COAL
0.34
FR_HYDRO
-0.31
FR_SOLAR
0.29
DE_HYDRO
-0.27
DE_GAS
-0.17
DE_LIGNITE
0.17
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
COUNTRY
0.00
MOST FREQUENT VALUES
297
1
0.2%
532
1
0.2%
481
1
0.2%
503
1
0.2%
652
1
0.2%
393
1
0.2%
499
1
0.2%
97
1
0.2%
401
1
0.2%
915
1
0.2%
257
1
0.2%
561
1
0.2%
477
1
0.2%
677
1
0.2%
771
1
0.2%
SMALLEST VALUES
0
1
0.2%
2
1
0.2%
3
1
0.2%
4
1
0.2%
5
1
0.2%
8
1
0.2%
9
1
0.2%
10
1
0.2%
12
1
0.2%
13
1
0.2%
14
1
0.2%
15
1
0.2%
17
1
0.2%
18
1
0.2%
19
1
0.2%
LARGEST VALUES
930
1
0.2%
929
1
0.2%
928
1
0.2%
927
1
0.2%
926
1
0.2%
925
1
0.2%
924
1
0.2%
923
1
0.2%
922
1
0.2%
921
1
0.2%
919
1
0.2%
918
1
0.2%
917
1
0.2%
915
1
0.2%
914
1
0.2%
DAY_ID
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
GAS_RET
-0.06
DE_HYDRO
-0.06
DE_LIGNITE
-0.05
FR_HYDRO
0.05
DE_NET_EXPORT
0.05
DE_NET_IMPORT
-0.05
DE_SOLAR
-0.05
FR_RESIDUAL_LOAD
0.04
COAL_RET
-0.04
DE_WINDPOW
0.04
FR_NUCLEAR
0.03
FR_CONSUMPTION
0.03
DE_TEMP
-0.03
DE_RESIDUAL_LOAD
-0.03
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
COUNTRY
0.00
MOST FREQUENT VALUES
720
1
0.2%
862
1
0.2%
278
1
0.2%
424
1
0.2%
20
1
0.2%
566
1
0.2%
27
1
0.2%
220
1
0.2%
325
1
0.2%
290
1
0.2%
1199
1
0.2%
423
1
0.2%
1037
1
0.2%
124
1
0.2%
1212
1
0.2%
SMALLEST VALUES
2
1
0.2%
3
1
0.2%
5
1
0.2%
7
1
0.2%
8
1
0.2%
11
1
0.2%
12
1
0.2%
14
1
0.2%
16
1
0.2%
20
1
0.2%
21
1
0.2%
22
1
0.2%
23
1
0.2%
25
1
0.2%
26
1
0.2%
LARGEST VALUES
1213
1
0.2%
1212
1
0.2%
1208
1
0.2%
1207
1
0.2%
1202
1
0.2%
1201
1
0.2%
1200
1
0.2%
1199
1
0.2%
1198
1
0.2%
1193
1
0.2%
1190
1
0.2%
1188
1
0.2%
1187
1
0.2%
1184
1
0.2%
1183
1
0.2%
COUNTRY
MISSING:
---
TOP CATEGORIES
TARGET (avg)
DE
643
100%
0.148
ALL
643
100%
0.148
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
COUNTRY
PROVIDES INFORMATION ON...
THESE FEATURES GIVE INFORMATION
ON COUNTRY:
NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)